Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "155"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 155 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 212 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 207 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 155, Node 12:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.516040 10.908191 76.700035 79.641007 21.417626 26.755162 27.965854 31.692514 0.0661 0.0698 0.0010 1.948360 2.246710
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.839923 15.021614 80.656760 84.592454 31.462007 39.460183 13.299204 11.961154 0.0661 0.0679 -0.0001 1.318530 1.346307
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.776877 2.256755 6.166588 6.371191 2.174888 9.937892 -1.386918 1.160961 0.0327 0.0345 0.0018 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.104934 18.582217 94.172243 97.688498 26.893394 34.020450 1.849583 3.513725 0.0664 0.0661 0.0004 2.026517 2.339418
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.981900 23.550825 87.544493 90.988756 29.139140 35.604077 3.700684 7.236966 0.0694 0.0703 0.0000 2.575175 3.140186
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.841593 20.610102 81.459242 84.417361 17.088217 23.216413 19.254646 18.063825 0.0686 0.0712 0.0008 1.914061 2.170783
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.482856 15.026844 98.864180 103.742552 22.023552 25.034479 14.711285 13.771148 0.0688 0.0719 0.0007 2.072566 2.351484
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 17.515525 19.393547 132.046403 137.628865 6.171521 8.139774 9.763518 12.688625 nan nan nan 1.640935 1.689499
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.164289 15.167125 31.073358 31.831219 10.086379 12.267234 5.590349 8.104836 0.0568 0.0574 0.0003 1.527447 1.776331
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.831609 28.463891 9.638922 10.314116 9.237174 10.002635 1.950608 6.493928 0.0366 0.0371 0.0003 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.012320 22.535000 109.176005 113.297653 15.072975 18.057684 4.567341 5.062118 0.0507 0.0533 0.0015 1.545343 1.637545
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.384106 15.871056 33.673175 34.941670 19.977231 23.684152 0.240257 0.936600 0.0569 0.0542 0.0020 1.445611 1.495707
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.563696 14.196623 30.297376 31.741602 24.207563 28.904413 0.382276 1.257118 0.0573 0.0556 0.0011 1.422783 1.461503
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.380353 14.690701 35.276740 36.733317 21.310064 24.505299 0.107694 0.996799 0.0627 0.0582 0.0019 1.452331 1.511514
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.003197 14.173278 39.968988 41.779786 23.683384 27.584964 1.700086 2.926267 0.0497 0.0453 0.0020 1.357593 1.349166
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.427660 2.190790 2.350958 2.238545 2.504528 4.923835 2.159367 4.331511 0.0317 0.0298 0.0010 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.585394 19.330033 32.638519 33.516649 21.371922 25.482679 0.473924 1.199089 0.0563 0.0556 0.0010 1.355884 1.430264
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.728178 15.491303 25.970252 26.902753 19.309907 22.262439 1.226259 1.804925 0.0609 0.0611 0.0014 1.401495 1.418955
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.446989 15.319514 25.656417 26.730534 15.914504 17.347715 7.354923 6.511527 0.0618 0.0610 0.0012 1.708877 1.821798
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.140316 15.001838 24.657415 25.546332 20.674181 24.370909 1.386725 1.192402 0.0592 0.0602 0.0008 1.657010 1.770968
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.437671 14.944358 42.415664 43.916643 25.020526 28.713511 1.192521 2.641053 0.0591 0.0599 0.0008 1.754647 1.920263
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.552090 15.539534 24.778925 25.699004 16.104623 18.071532 2.602607 4.104822 0.0617 0.0612 0.0014 1.653286 1.762930
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.850456 1.779622 2.257681 2.331248 2.531822 4.355444 1.810057 4.330589 0.0333 0.0297 0.0014 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.578854 18.543447 14.749951 15.635869 1.395081 1.887364 4.544881 6.940640 0.0803 0.0853 0.0042 1.026408 1.026471
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.413297 17.517683 32.607236 33.408814 10.526092 10.930210 8.398820 9.247878 0.0637 0.0629 0.0011 1.405236 1.480054
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.043055 13.846472 32.364969 33.359999 19.223791 22.108050 -0.131191 0.482415 0.0490 0.0467 0.0017 1.407562 1.461873
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.474250 -0.474250 -0.491922 -0.491922 1.366555 1.366555 0.674491 0.674491 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.483950 15.533860 65.542016 67.498271 19.792249 23.147117 1.810769 3.449229 0.0630 0.0633 0.0014 1.648324 1.755278
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.847303 8.431760 16.868204 17.448797 2.571924 2.787890 0.738595 1.184831 0.0581 0.0556 0.0017 1.475649 1.532082
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.556982 8.831615 16.059011 16.607062 2.848089 3.155404 1.168100 1.958041 0.0553 0.0485 0.0040 1.269013 1.284089
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.864917 8.270392 16.502489 16.861497 2.680562 3.255897 0.768688 1.204866 0.0521 0.0434 0.0060 1.350268 1.331152
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.127834 10.405849 18.028031 18.493590 3.091647 3.565276 1.042322 1.645547 0.0583 0.0527 0.0032 1.392287 1.420955
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.195444 15.348909 33.753800 35.422890 21.837081 23.641540 1.385696 2.390875 0.0448 0.0423 -0.0000 1.295085 1.305355
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0317 0.0289 0.0004 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.044383 15.091040 36.519468 38.256367 19.645448 21.749276 3.205609 5.425688 0.0580 0.0549 0.0018 1.392292 1.473735
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0587 0.0592 0.0006 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0597 0.0558 0.0027 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.335617 17.764407 49.305824 50.461692 29.161604 33.027871 3.303665 3.900590 0.0533 0.0527 0.0014 1.415388 1.436972
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.987026 8.563890 19.968583 20.483659 3.547170 4.598828 1.205290 1.716512 0.0581 0.0570 0.0015 1.437240 1.538653
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0358 0.0349 -0.0000 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.678541 12.210854 37.075138 38.111710 21.210365 23.354113 1.255585 2.122477 0.0528 0.0515 0.0020 1.299009 1.297595
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.200165 9.064321 30.180242 31.176138 320.907430 326.388649 80.983994 83.619276 0.0530 0.0534 0.0012 1.312730 1.326335
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.712811 11.622063 16.763626 17.556087 4.221010 5.311938 0.745784 1.256342 0.0549 0.0550 0.0013 1.442435 1.532167
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.808689 20.443546 64.261738 65.715303 29.770289 32.560287 2.798922 3.172744 0.0454 0.0435 0.0011 0.000000 0.000000
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.893807 9.324606 15.583562 16.107920 2.183278 5.550509 0.268750 0.977639 0.0597 0.0582 0.0023 1.436046 1.490575
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.559397 9.439639 14.476375 14.893438 2.286760 3.921168 0.137160 0.492679 0.0510 0.0489 0.0017 1.282692 1.297695
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.447180 14.902303 34.518714 35.750534 18.214031 20.866799 1.321439 2.762573 0.0512 0.0510 0.0006 1.520587 1.615595
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.194085 17.348199 46.556262 48.483776 22.412981 25.807442 0.826432 1.806992 0.0520 0.0509 0.0009 1.338042 1.351086
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.274274 2.542556 2.366853 2.552377 3.692565 10.378487 1.554413 5.674578 0.0357 0.0313 -0.0002 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.827450 25.155356 48.994943 51.044785 18.258899 15.733912 12.916437 15.052946 0.0530 0.0580 0.0027 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.623280 26.363020 45.953103 49.395063 6.943279 9.891126 0.952443 3.048618 0.0364 0.0403 0.0035 1.250252 1.259974
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.037598 25.728668 81.224556 83.620776 33.986670 33.521894 2.442010 4.032883 0.0478 0.0458 0.0043 0.000000 0.000000
2459501 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.010154 19.027234 54.508954 56.354509 27.210498 26.630519 1.792093 1.639491 0.0560 0.0636 0.0010 0.000000 0.000000
2459500 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.061299 23.396869 66.738107 68.646478 27.153718 27.134512 0.810248 1.614676 0.0537 0.0620 0.0005 0.000000 0.000000
2459499 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.943176 25.426744 85.915677 88.549921 27.258701 27.496638 3.740012 12.702810 0.0517 0.0608 0.0021 0.000000 0.000000
2459498 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.642865 21.775793 76.990161 79.149097 24.315315 24.357734 4.206505 5.534837 0.0607 0.0692 0.0016 0.000000 0.000000
2459497 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.976695 24.553842 86.774382 89.312245 31.340111 31.514439 2.842635 4.371971 0.0621 0.0686 0.0003 0.000000 0.000000
2459496 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.309983 26.775489 78.992188 81.157199 27.846271 28.499363 1.711146 2.845622 0.0476 0.0525 -0.0018 0.000000 0.000000
2459495 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.122398 21.774670 73.684014 75.587314 24.050359 25.011167 2.479820 3.531438 0.0451 0.0568 0.0030 0.000000 0.000000
2459494 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.446383 23.995444 78.335567 80.522852 26.877911 27.862392 6.136416 8.080405 0.0413 0.0499 0.0017 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.550984 25.564852 55.535965 57.278893 23.208700 28.301774 6.269051 8.537556 0.0452 0.0561 0.0039 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.790760 24.326542 60.364964 62.766260 32.213083 42.650386 4.293655 13.180745 0.0466 0.0560 0.0023 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.674053 28.621660 63.362993 65.139988 22.121692 26.347594 5.241872 7.475159 0.0548 0.0692 0.0037 0.000000 0.000000
2459489 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.099673 22.679537 57.324509 59.215284 21.463267 27.609966 4.481368 9.107044 0.0511 0.0630 0.0023 0.000000 0.000000
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.816588 22.154635 47.782855 49.095659 23.871628 30.156126 7.387017 12.479199 0.0539 0.0666 0.0033 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 155: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 97.254005 30.872177 27.775498 97.254005 94.262694 17.035356 21.559466 12.829377 11.809240

Antenna 155: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 40.309582 15.848884 17.347594 39.197999 40.309582 9.514082 5.680970 6.620899 6.032103

Antenna 155: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 65.091451 25.908405 22.824335 65.091451 63.397792 12.980799 15.608633 13.576101 12.951002

Antenna 155: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 77.480392 23.714180 27.128151 74.813643 77.480392 38.736117 29.411169 22.538149 24.561918

Antenna 155: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 27.419399 10.133588 11.074770 26.417159 27.419399 3.447922 2.959850 5.028642 5.126228

Antenna 155: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 41.497504 16.052922 18.183116 39.646984 41.497504 7.938741 5.507531 6.557359 6.960472

Antenna 155: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 38.926132 12.602044 11.574491 38.926132 37.679607 5.893318 6.850369 7.271927 6.879627

Antenna 155: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 155: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 32.020425 13.961029 15.596175 30.600091 32.020425 8.910004 6.078921 5.593747 6.618868

Antenna 155: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 39.885859 21.656510 19.419930 39.885859 38.251541 7.084722 9.840194 7.656225 6.946992

Antenna 155: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 91.110640 22.030412 25.019740 88.397285 91.110640 25.454913 19.919618 8.256474 9.067986

Antenna 155: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 93.606390 25.344374 27.047231 90.940906 93.606390 28.054413 26.101257 6.277474 6.771522

Antenna 155: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 39.479154 17.696025 20.071510 37.945071 39.479154 7.547607 5.231613 7.761934 8.014136

Antenna 155: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 50.412662 16.593989 18.870064 48.458254 50.412662 12.604297 9.925286 8.233442 8.597354

Antenna 155: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 14.900113 14.900113 14.642363 6.023007 6.640458 0.554263 1.346400 6.765630 8.548033

Antenna 155: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 Not Found ee Shape 28.677857 26.916737 28.677857 9.794424 10.135665 0.502007 1.538585 6.388996 6.350068

Antenna 155: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 34.444940 19.506114 16.549309 34.444940 32.967304 6.285718 7.645767 8.255373 7.437151

Antenna 155: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Shape 16.054934 15.745128 16.054934 6.384211 7.042491 0.480050 1.194817 8.905899 12.263308

Antenna 155: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 139.984558 20.966261 20.522161 135.888339 139.984558 27.199325 25.018148 12.106464 13.831947

Antenna 155: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Shape 18.266949 17.848547 18.266949 9.440117 9.973681 1.582773 1.954105 5.687686 7.216173

Antenna 155: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Shape 35.407002 35.407002 35.393616 12.289020 11.662486 1.758516 0.644905 7.250459 6.118075

Antenna 155: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Shape 20.577306 19.830041 20.577306 12.504872 14.093484 1.701063 1.553126 8.779778 11.505134

Antenna 155: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 108.978625 18.530120 21.546772 104.400691 108.978625 26.612291 23.649516 11.401606 13.320540

Antenna 155: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 43.722572 14.345501 13.347882 43.722572 42.095641 7.314986 8.255826 7.719837 7.104575

Antenna 155: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 16.069726 15.881742 16.069726 6.363559 5.632456 2.912245 1.378222 5.801891 4.452306

Antenna 155: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 14.656439 14.214008 14.656439 6.424948 5.867055 1.668726 1.157283 6.030637 4.993796

Antenna 155: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 19.310626 18.333850 19.310626 7.426863 6.519954 0.987918 0.801627 7.037246 6.316546

Antenna 155: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 84.629805 25.844302 20.044043 84.629805 80.859871 35.152587 36.085262 8.596019 8.149279

Antenna 155: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 14.656384 14.656384 14.218912 5.979205 6.540406 1.579425 1.814381 4.962931 6.725667

Antenna 155: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 13.281657 12.954970 13.281657 6.920661 6.296325 1.541189 1.287258 4.908742 3.349029

Antenna 155: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 9.969155 9.696560 9.969155 4.985921 4.581263 1.488595 0.705104 8.010675 5.979574

Antenna 155: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 13.891294 13.816548 13.891294 6.292816 5.675938 2.290788 1.852779 8.456924 6.668485

Antenna 155: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 11.613338 11.424934 11.613338 5.525085 4.879445 1.191200 1.331993 4.796271 3.522176

Antenna 155: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 114.913208 28.584886 31.113222 111.871101 114.913208 23.257772 21.240072 17.084816 18.900136

Antenna 155: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 10.176894 10.176894 9.820306 5.705385 6.275319 0.340122 1.239730 1.925280 3.761868

Antenna 155: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 11.154093 10.920319 11.154093 5.133727 4.525204 1.256706 1.182974 7.036781 4.558167

Antenna 155: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Shape 13.323732 12.944527 13.323732 6.234822 7.224313 0.730116 2.690297 6.770152 10.093634

Antenna 155: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Shape 13.108719 12.666136 13.108719 4.777334 5.463308 1.168898 1.346748 5.447441 8.551344

Antenna 155: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 155: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 108.488841 21.933478 24.257771 104.892565 108.488841 27.462782 24.778835 15.838873 18.222159

Antenna 155: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 14.326531 14.193551 14.326531 6.268792 5.621050 1.664097 1.382202 8.355843 5.279219

Antenna 155: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power inf 389.586346 389.582322 inf inf 2340.124520 1584.538243 6952.296013 5814.697590

Antenna 155: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 3.214072 2.889742 3.214072 2.693888 2.463055 0.613081 0.830887 2.694991 1.919338

Antenna 155: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Temporal Discontinuties 3.837675 2.960681 3.015849 2.984088 2.829033 1.260121 1.030695 3.837675 2.300160

Antenna 155: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 115.004933 20.686908 23.128294 110.934858 115.004933 27.676921 25.197766 21.822160 27.112437

Antenna 155: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Temporal Discontinuties 2.256563 -0.106572 0.073113 1.251075 1.176029 0.609398 0.731363 2.256563 1.521572

Antenna 155: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Temporal Discontinuties 3.668493 2.288082 2.361914 2.397410 2.331528 1.407169 1.320925 3.668493 2.092492

Antenna 155: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Shape 13.098551 13.098551 12.459487 8.510915 7.757724 2.435146 0.985330 10.010508 6.602656

Antenna 155: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 11.550945 11.334662 10.730957 11.550945 10.407078 4.542190 1.593166 6.562495 7.318584

Antenna 155: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 65.198050 16.461507 22.785982 62.147593 65.198050 9.339487 19.044966 7.540418 11.001919

Antenna 155: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 35.580814 20.408502 16.830114 35.580814 33.954085 12.028405 8.305432 7.569856 5.885071

Antenna 155: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Temporal Discontinuties 35.019674 28.059713 28.059713 26.001973 26.001973 21.676789 21.676789 35.019674 35.019674

Antenna 155: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Temporal Discontinuties 2.173124 1.627358 1.627358 1.490980 1.490980 1.741290 1.741290 2.173124 2.173124

Antenna 155: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance ee Shape 1.071800 1.071800 1.071800 1.065887 1.065887 1.053606 1.053606 1.050522 1.050522

Antenna 155: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 N12 RF_maintenance nn Power 73.159679 23.506487 22.836151 73.159679 70.783281 19.086549 20.064542 8.748471 6.980989

Antenna 155: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 71.024133 12.861660 13.112858 67.947818 71.024133 21.638482 15.772814 22.132724 20.419257

Antenna 155: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 38.558041 12.219233 14.740391 36.629564 38.558041 7.813861 7.766639 8.911945 10.630230

Antenna 155: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 67.461198 15.534808 16.830203 63.845657 67.461198 8.967061 7.879654 9.219051 13.352226

Antenna 155: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 71.460269 16.893998 22.571187 68.460639 71.460269 16.009145 20.746598 12.434908 19.069681

Antenna 155: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 52.595829 18.216621 22.023699 50.465980 52.595829 23.903940 26.393941 7.779261 10.694969

Antenna 155: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 155: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 155: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 155: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 46.759078 24.514612 17.725598 46.759078 45.341918 17.315030 12.792186 2.005739 0.815753

Antenna 155: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 58.963345 17.384218 24.017837 56.836003 58.963345 8.717110 14.616929 1.222843 2.382777

Antenna 155: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 70.852107 22.556120 19.580840 70.852107 67.640600 19.125926 17.099558 8.056167 5.049959

Antenna 155: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 58.974087 18.396807 21.564504 56.428485 58.974087 23.670028 22.392937 4.558935 6.614506

Antenna 155: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 61.300324 21.497732 19.116186 61.300324 58.470256 15.249445 15.650658 5.910004 3.862803

Antenna 155: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 82.368073 22.423956 26.315201 79.371201 82.368073 30.436293 32.311202 6.189596 9.996215

Antenna 155: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 61.114762 20.864940 16.472791 61.114762 58.282949 14.358749 11.285423 2.614811 1.390225

Antenna 155: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 62.223084 25.649416 23.066413 62.223084 59.763380 39.763457 33.914190 11.278919 8.055762

Antenna 155: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 155: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Temporal Variability 16.102044 14.463789 12.659075 10.158786 8.837847 16.102044 3.094382 12.816186 6.128936

Antenna 155: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 155: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 63.351672 19.676471 22.573738 60.701179 63.351672 16.060878 22.389191 10.816899 17.975910

Antenna 155: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Temporal Variability 24.878525 0.531284 4.803038 1.059965 0.894882 4.585616 24.878525 2.612923 5.689452

Antenna 155: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 122.642977 25.350113 24.228158 122.642977 118.065076 56.000797 54.715503 14.220571 9.394199

Antenna 155: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Shape 14.721609 13.059417 14.721609 7.251309 8.397737 2.237883 2.838822 6.802454 11.550110

Antenna 155: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 93.997337 21.679582 20.352898 93.997337 90.141045 28.633712 28.525324 16.085428 17.772808

Antenna 155: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 83.684007 16.071345 20.029594 79.778270 83.684007 32.544643 32.126722 7.851826 8.988849

Antenna 155: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 70.152814 23.216376 18.440582 70.152814 67.133322 33.253539 32.652373 16.653036 11.042379

Antenna 155: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 60.485181 19.866839 17.903582 60.485181 58.148620 22.596048 21.923041 16.999382 11.633592

Antenna 155: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 77.557926 26.276581 21.162612 77.557926 74.092685 29.495926 29.443663 13.174707 15.921196

Antenna 155: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 56.918576 26.043353 20.392023 56.918576 54.233444 29.487163 28.413541 15.109092 9.830004

Antenna 155: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Shape 18.000862 16.049310 18.000862 8.315200 9.890625 3.335763 11.645924 5.078034 11.295927

Antenna 155: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Temporal Discontinuties 1265.367164 277.876995 51.752925 207.693847 111.413451 109.800489 46.598628 1265.367164 478.226830

Antenna 155: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Temporal Discontinuties 3022.971413 65.125580 231.653084 151.148766 279.530109 44.354733 188.974103 609.857942 3022.971413

Antenna 155: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 313.706999 58.363250 233.425947 188.765287 313.706999 43.432458 102.005153 78.048088 178.858845

Antenna 155: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 155: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Temporal Discontinuties 2720.020274 48.938351 189.499634 121.885688 207.306905 52.350081 175.347882 915.229654 2720.020274

Antenna 155: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 155: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance ee Temporal Variability 1.271016 -0.602506 -0.602506 -0.595089 -0.595089 1.271016 1.271016 0.106116 0.106116

Antenna 155: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Temporal Discontinuties 2391.263021 40.511234 161.834461 133.276163 237.073602 48.260479 177.844974 781.502725 2391.263021

Antenna 155: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Temporal Discontinuties 441.259083 43.538184 133.240629 148.879097 218.383148 47.793346 152.688899 204.068804 441.259083

Antenna 155: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Temporal Discontinuties 1844.842330 49.723371 124.850487 192.220880 262.505276 58.058309 112.242218 1109.507642 1844.842330

Antenna 155: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 75.498419 20.509035 25.450699 72.104465 75.498419 29.979260 35.067967 2.808253 5.405324

Antenna 155: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 71.887335 16.044442 19.797192 68.591035 71.887335 26.734146 30.659783 3.648129 6.480840

Antenna 155: 2459638

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 73.495829 9.107473 8.262033 70.226466 73.495829 28.404766 37.239052 14.829886 16.147424

Antenna 155: 2459637

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 85.560313 17.221034 20.740421 81.345596 85.560313 30.676911 36.396790 3.438543 7.224291

Antenna 155: 2459636

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
155 12 RF_maintenance nn Power 82.868513 17.853734 20.797254 78.986261 82.868513 23.388153 28.152568 0.691134 2.680744